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Firemen

Firemen Situation

Firemen want to have activity forecast, and want to understand what is the relation between weather and some kind of intervention (fire, flash flood, …). To achieve this objective, Firemen need reliable analytics & predictive model, based on accurate kpi.

Vanilla ETL to load data into datawarehouse, aggregation of data from firemen back office system.

Vanilla BI to run statistical reports and dashboard : maps on kpi, by region, per intervention type.

Customer Business case

How weather can influence some events?

Is there a model to predict number of case for some intervention type?

Success with Smart Data

Real time integration of data from production system loaded into Hadoop/Hbase

Model to visualize cluster of data : intervention by type, increase of some intervention type correlated with weather evolution, correlation between week-day and events, etc …